Programming the statistical procedures from SAS

Zero-Inflated Poisson Regression

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New Contributor
Posts: 4

Zero-Inflated Poisson Regression

Hello everyone,

 

I was wondering if someone knew about Zero-inflated poisson models, especially how to chose the independent variables for the logit model of the ZIP, and how this choice could impact the results of the ZIP.

 

Thank you.

 

 

Respected Advisor
Posts: 4,606

Re: Zero-Inflated Poisson Regression

Unless you are working on a an abstract problem where variables have no meaning, you should be able to describe your model from prior knowledge. For example, you should be able to hypothesize the origin of extra zeros in your data.

 

I prefer to start with a simple model and to refine it by looking at the fit.

 

Others like to put every possible effect in their original model and to simplify it by eliminating non-significant terms.

PG
New Contributor
Posts: 4

Re: Zero-Inflated Poisson Regression

Thank you for your reply.

I do not work on an abstract model so as you say I should find independent variables to explain the excess zeros.

 

SAS Employee
Posts: 187

Re: Zero-Inflated Poisson Regression

Note that variable selection methods are available for zero-inflated models in PROC HPGENSELECT.  

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